Yazar "Terzi, Duygu Sinanc" için listeleme
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A comprehensive survey of deep learning research on medical image analysis with focus on transfer learning
Atasever, Sema; Azginoglu, Nuh; Terzi, Duygu Sinanc; Terzi, Ramazan (Elsevier Science Inc, 2023)This survey aims to identify commonly used methods, datasets, future trends, knowledge gaps, constraints, and limitations in the field to provide an overview of current solutions used in medical image analysis in parallel ... -
False positive repression: Data centric pipeline for object detection in brain MRI
Terzi, Ramazan; Azginoglu, Nuh; Terzi, Duygu Sinanc (Wiley, 2022)One of the problems that often arise during the application of medical research to real life is the high number of false positive cases. This situation causes experts to be warned with false alarms unnecessarily and increases ... -
GRAMIAN ANGULAR FIELD TRANSFORMATION-BASED INTRUSION DETECTION
Terzi, Duygu Sinanc (Agh Univ Science & Technology Press, 2022)Cyber threats are increasing progressively in their frequency, scale, sophistica-tion, and cost. The advancement of such threats has raised the need to enhance intelligent intrusion-detection systems. In this study, a ... -
In-Domain Transfer Learning Strategy for Tumor Detection on Brain MRI
Terzi, Duygu Sinanc; Azginoglu, Nuh (Mdpi, 2023)Transfer learning has gained importance in areas where there is a labeled data shortage. However, it is still controversial as to what extent natural image datasets as pre-training sources contribute scientifically to ...
